Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "40"
csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 40 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 130 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_
Found 128 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
            antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
        else:
            antnum = int(row['Ant'])
        if antnum != int(antenna):
            continue
        
        if np.issubdtype(type(row['Node']), np.integer):
            row['Node'] = str(row['Node'])
        if type(row['Node']) == str and row['Node'].isnumeric():
            row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 40, Node N04:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459947 digital_ok 100.00% 100.00% 0.00% 0.00% - - 10.063864 0.212076 9.190223 0.327137 7.677561 -0.617862 6.185335 0.157371 0.0422 0.6674 0.5246 nan nan
2459946 digital_ok 100.00% 100.00% 0.00% 0.00% - - 9.378287 0.210674 8.384920 0.342452 10.817420 0.416322 1.982204 -0.055342 0.0363 0.6530 0.5200 nan nan
2459945 digital_ok 100.00% 100.00% 0.00% 0.00% - - 9.130397 0.537350 8.301190 0.303094 8.811772 0.092335 1.079963 0.003775 0.0398 0.6545 0.5181 nan nan
2459944 digital_ok 100.00% 100.00% 0.00% 0.00% - - 8.814348 0.456541 8.671076 0.399343 8.062647 -0.132451 0.359602 -0.277594 0.0382 0.6638 0.5257 nan nan
2459943 digital_ok 100.00% 100.00% 0.00% 0.00% - - 8.087972 0.497919 8.733391 0.385143 6.930365 -0.290778 -0.046537 -0.169248 0.0381 0.6651 0.5256 nan nan
2459942 digital_ok 100.00% 100.00% 0.00% 0.00% - - 10.332682 1.156753 9.041357 0.270756 9.008769 -0.354327 2.406237 0.337771 0.0413 0.6567 0.5169 nan nan
2459941 digital_ok 100.00% 100.00% 0.00% 0.00% - - 9.783133 0.420668 8.217045 0.399475 8.497913 -0.140994 0.662425 0.047915 0.0365 0.6513 0.5194 nan nan
2459940 digital_ok 100.00% 100.00% 0.00% 0.00% - - 9.439125 0.453004 8.207856 0.427304 8.007404 -0.366079 0.904181 0.039168 0.0364 0.6566 0.5240 nan nan
2459939 digital_ok 100.00% 100.00% 0.00% 0.00% - - 9.404369 0.485511 8.115336 0.375182 7.284557 -0.239367 0.954136 0.179884 0.0367 0.6622 0.5288 nan nan
2459938 digital_ok 100.00% 100.00% 0.00% 0.00% - - 9.027940 0.589490 8.952289 0.324395 6.636072 -0.536114 0.684631 0.037449 0.0391 0.6628 0.5249 nan nan
2459937 digital_ok 100.00% 100.00% 0.00% 0.00% - - 9.784260 0.271120 8.982321 0.279053 7.501519 -0.113842 3.102418 -0.370764 0.0440 0.6879 0.5433 nan nan
2459936 digital_ok 100.00% 100.00% 0.00% 0.00% - - 8.932381 -0.508953 11.131588 0.135734 8.795773 -0.167128 6.900479 -0.552253 0.0386 0.7982 0.6103 nan nan
2459935 digital_ok 100.00% 100.00% 0.00% 0.00% - - 9.521103 0.158912 7.990504 0.270121 9.005113 -0.483465 1.456686 -0.083374 0.0365 0.6701 0.5320 nan nan
2459934 digital_ok 100.00% 100.00% 0.00% 0.00% - - 12.341369 0.535275 8.693998 0.136472 8.776988 -0.472261 1.340371 1.260504 0.0386 0.6813 0.5353 nan nan
2459933 digital_ok 100.00% 100.00% 0.00% 0.00% - - 10.207365 0.356003 9.186844 0.110819 8.588536 -0.462781 0.957818 0.170171 0.0389 0.6869 0.5407 nan nan
2459932 digital_ok 100.00% 100.00% 0.00% 0.00% - - 12.203650 0.562896 9.118006 0.206159 3.215550 -0.928461 2.059684 0.156128 0.0401 0.6105 0.4685 nan nan
2459931 digital_ok 100.00% 100.00% 0.00% 0.00% - - 11.398955 0.423715 9.762731 0.148183 6.778743 -0.481837 1.311179 0.275806 0.0411 0.6900 0.5396 nan nan
2459930 digital_ok 100.00% 100.00% 0.00% 0.00% - - 9.654834 0.364276 8.269183 0.385558 6.569972 -0.333528 2.128636 0.763167 0.0392 0.6868 0.5454 nan nan
2459929 digital_ok 100.00% 100.00% 0.00% 0.00% - - 4.875090 -0.552961 10.692265 0.385728 1.570008 0.295476 1.789696 0.469838 0.0439 0.7832 0.6031 nan nan
2459928 digital_ok 100.00% 100.00% 0.00% 0.00% - - 9.208618 0.696039 9.909634 0.186487 8.791222 0.316312 1.110844 -0.340773 0.0364 0.6599 0.5366 nan nan
2459927 digital_ok 100.00% 100.00% 0.00% 0.00% - - 10.390591 1.229392 9.317140 0.317227 3.103153 1.737567 1.396369 0.231855 0.0466 0.5942 0.4620 nan nan
2459926 digital_ok 100.00% 100.00% 0.00% 0.00% - - 8.814350 0.818042 8.372217 0.274027 1.054114 0.377518 0.796845 0.311341 0.0406 0.8041 0.6182 nan nan
2459925 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.866017 -0.600545 -0.167178 0.309002 0.372820 -0.228435 -0.070746 -0.003281 0.7676 0.7580 0.2256 nan nan
2459924 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.003827 0.989369 0.113156 0.246424 -0.077898 1.973386 -0.605778 -0.320864 0.6719 0.6798 0.3779 nan nan
2459923 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.046959 0.101576 -0.149478 0.482048 0.075330 -0.296337 -0.163210 0.259514 0.7153 0.7223 0.3443 nan nan
2459922 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.055415 0.212336 -0.473054 0.149752 -0.464404 -0.379615 -0.649741 -0.569443 0.6640 0.6763 0.4022 nan nan
2459921 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.246382 0.711993 -0.533821 0.469802 -0.169071 0.405288 -0.710905 -0.058446 0.6775 0.6840 0.4034 nan nan
2459920 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.027400 0.357320 -0.163325 0.390607 -0.666969 0.411149 -0.345911 0.233873 0.6601 0.6709 0.4204 nan nan
2459919 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.362676 6.145198 -0.015166 0.322796 0.094034 0.868574 -0.355150 0.021874 0.6455 0.6375 0.3774 nan nan
2459918 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.298151 0.730319 -0.125404 0.203513 -0.815901 0.715788 -0.673118 -0.369789 0.6764 0.6826 0.3938 nan nan
2459917 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.017944 -0.071652 0.000269 0.438320 0.513600 -0.320314 -0.481473 -0.128739 0.7123 0.7162 0.4558 nan nan
2459916 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.135353 0.702280 0.029836 0.214629 -0.567971 0.307320 0.100797 0.444005 0.6710 0.6773 0.3990 nan nan
2459915 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.255954 0.188677 -0.061901 0.241444 -0.335633 0.240902 -0.558978 -0.300866 0.7155 0.7158 0.3570 nan nan
2459914 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.284928 0.437383 -0.281501 0.148621 -0.492692 -0.201659 -0.427803 -0.442150 0.7333 0.7406 0.3044 nan nan
2459913 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.312163 0.652547 -0.323738 0.250765 -0.442844 0.058506 -0.367688 -0.024855 0.6969 0.6853 0.4017 nan nan
2459912 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.280366 0.687472 -0.355992 0.368887 -0.293737 0.108832 -0.727011 -0.304460 0.6683 0.6798 0.4039 nan nan
2459911 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.063295 0.575098 -0.216287 0.263080 -0.285798 -0.167539 -0.356738 -0.092777 0.6664 0.6785 0.4077 nan nan
2459910 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.182248 0.761142 -0.200144 0.234586 -0.520694 -0.261854 -0.405045 -0.205467 0.6702 0.6810 0.4057 nan nan
2459909 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.175361 0.862013 -0.202004 0.265498 -0.531463 -0.205040 -0.301045 -0.168891 0.6675 0.6789 0.4056 nan nan
2459908 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.236893 0.933844 -0.145897 0.340444 -0.486110 0.543610 -0.479886 -0.137255 0.6734 0.6873 0.4039 nan nan
2459907 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.356475 0.888760 -0.219919 0.288454 -0.543108 0.511202 -0.371526 0.235874 0.6705 0.6850 0.4009 nan nan
2459906 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.282410 0.664854 -0.317821 0.170485 -0.834489 0.567930 -0.266532 0.615379 0.6628 0.6787 0.4016 nan nan
2459905 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.143974 0.623519 -0.210365 0.203069 0.269164 0.294384 -0.069397 1.839295 0.6533 0.6715 0.4063 nan nan
2459904 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.123438 0.541698 -0.218118 0.259203 -0.683370 0.720523 0.817588 0.933757 0.6568 0.6714 0.4000 nan nan
2459903 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.217607 0.489096 -0.129386 0.235949 -0.757566 0.215470 -0.329265 -0.187417 0.6608 0.6760 0.4060 nan nan
2459902 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.442819 0.974120 -0.162796 0.053246 -0.805311 0.430598 -0.395815 1.603702 0.6694 0.6781 0.3954 nan nan
2459901 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.592496 0.955400 -0.169821 0.228931 -0.711956 0.429727 -0.219986 1.407003 0.6711 0.6769 0.4012 nan nan
2459900 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.300092 0.734480 -0.191835 0.220790 -0.618289 0.081418 -0.620419 0.677536 0.6204 0.6347 0.3397 nan nan
2459898 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.245397 0.477333 -0.289976 0.152225 -0.336961 0.719594 -0.403698 -0.192984 0.6720 0.6809 0.3964 nan nan
2459897 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.113620 0.465400 -0.384780 0.272761 -0.791352 0.646717 -0.609768 -0.205173 0.6775 0.6824 0.3924 nan nan
2459896 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.177338 0.487182 -0.203308 0.180092 -0.647050 -0.606135 -0.352740 -0.166018 0.6776 0.6849 0.3926 nan nan
2459895 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.268529 0.531409 -0.222908 0.038958 -0.380275 -0.319314 -0.361880 -0.462337 0.7826 0.7761 0.2495 nan nan
2459894 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.325573 0.482374 -0.433858 0.211492 0.069005 -0.352456 -0.185642 -0.208261 0.6861 0.6878 0.3820 nan nan
2459893 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.141655 0.632768 -0.285717 0.236590 -0.538271 0.328764 -0.500294 -0.139327 0.6864 0.6894 0.3832 nan nan
2459892 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.161406 0.578215 -0.282139 0.180770 -0.317354 -0.274477 -0.463916 -0.354176 0.6831 0.6915 0.3825 nan nan
2459891 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.135244 0.457755 -0.412982 0.252193 0.007071 0.468548 0.195950 0.434091 0.6770 0.6841 0.3881 nan nan
2459890 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.013161 0.339618 -0.305824 0.129576 0.328781 -0.344631 -0.601460 -0.302282 0.6805 0.6809 0.3886 nan nan
2459889 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.006853 0.416953 -0.585517 0.116394 -0.160067 0.043853 0.538093 0.804024 0.6874 0.6851 0.3829 nan nan
2459888 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.045262 0.257772 -0.215160 0.162274 -0.096758 0.441975 -0.381227 -0.210603 0.7014 0.7033 0.3772 nan nan
2459887 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.021713 0.517461 -0.055243 0.059142 -0.168133 0.505681 -0.135878 0.332963 0.6865 0.6864 0.3875 nan nan
2459886 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.030747 0.596870 -0.026048 0.143386 0.081668 0.014636 -0.006166 -0.000461 0.7710 0.7584 0.3165 nan nan
2459885 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.217780 0.297910 -0.853060 -0.870753 0.685122 -0.468259 -0.572598 -0.498144 0.7370 0.7279 0.3450 nan nan
2459884 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.158865 0.293220 -0.258325 0.036986 0.274315 0.903686 -0.642722 -0.033852 0.6895 0.6835 0.3891 nan nan
2459883 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.360647 0.647170 -0.691607 -0.750216 0.283745 -0.672938 -0.039792 0.748557 0.6850 0.6863 0.3841 nan nan
2459882 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.114178 0.288930 -0.843811 -0.713331 1.438126 -0.106852 -0.254113 0.039755 0.6900 0.6881 0.3786 nan nan
2459881 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.208262 0.566114 -0.860285 -0.876555 0.332883 -1.195070 -0.642111 -0.981007 0.7235 0.7306 0.3319 nan nan
2459880 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.170511 0.536726 -0.518504 -0.644852 0.307406 -0.882725 -0.742702 -0.674475 0.6830 0.6872 0.3890 nan nan
2459879 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.050226 0.354338 0.013214 0.292329 0.214407 0.728314 -0.406380 -0.479346 0.6742 0.6830 0.4031 nan nan
2459878 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.354665 0.340848 -0.533266 -0.680059 0.414377 -0.598290 -0.240913 -0.843775 0.6768 0.6891 0.3967 nan nan
2459876 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.396981 -0.230985 -0.600161 -0.017517 0.003600 -1.273729 -0.313956 -0.731678 0.6989 0.6823 0.3866 nan nan
2459875 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.179154 0.445989 -0.753671 -0.663463 0.666603 -0.428449 -0.739863 -0.851938 0.7116 0.7091 0.3886 nan nan
2459874 digital_ok 0.00% 0.00% 0.00% 0.00% - - 1.132941 -0.127520 -0.835505 -0.613323 0.477300 -0.376933 -0.449324 -0.734532 0.6987 0.6808 0.3800 nan nan
2459873 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.331249 0.269710 -0.644532 -0.739574 1.052624 -0.766011 -0.855838 -0.623129 0.7074 0.6817 0.3744 nan nan
2459872 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.127288 -0.046646 -0.071280 -0.827248 0.732854 -0.970387 -0.670918 -1.114030 0.6988 0.6835 0.3916 nan nan
2459871 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.147381 0.186048 -0.840223 -0.830310 0.230023 -1.145019 -0.564637 -0.902041 0.7066 0.6821 0.3844 nan nan
2459870 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.307710 0.548822 -0.736584 -0.672153 1.035584 0.127901 0.253024 -0.336618 0.7095 0.6908 0.3860 nan nan
2459869 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.074548 0.462800 -0.583743 -0.778900 0.026491 -0.358400 -0.563603 -1.284077 0.7163 0.7083 0.3786 nan nan
2459868 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.256759 0.684353 -1.116696 -1.052649 0.738119 -1.401782 -0.680536 -1.290563 0.7010 0.6841 0.3938 nan nan
2459867 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.550854 -0.297479 -0.951008 -1.068625 0.652559 -0.408985 -0.232662 -0.504425 0.7137 0.6870 0.3911 nan nan
2459866 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.532371 -0.088247 -0.790188 -0.676715 1.342827 0.082994 -0.423321 -0.529119 0.7120 0.6907 0.3868 nan nan
2459865 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.818044 -0.015059 0.013455 -1.028894 1.386122 -0.803969 -0.505659 -0.933213 0.7346 0.7120 0.3581 nan nan
2459864 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.392120 0.027663 -0.044340 1.110847 0.680093 -0.475908 -0.279632 -0.122974 0.7061 0.6792 0.4047 nan nan
2459863 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.194815 -0.309763 0.136591 0.730837 1.545862 0.196391 -0.541202 -0.228327 0.6991 0.6670 0.3976 nan nan
2459862 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.396484 -0.462288 -0.298801 1.095689 -0.554305 -0.466326 -0.481135 -0.643481 0.6834 0.7024 0.4076 nan nan
2459861 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.201380 -0.074021 0.312307 0.952064 0.878722 0.206866 -0.372673 -0.553185 0.7138 0.6855 0.4089 nan nan
2459860 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.003847 -0.777187 0.143716 0.732858 -0.238872 -0.739849 -0.283476 -0.714435 0.7203 0.6817 0.4049 nan nan
2459859 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.152651 -0.012518 0.455008 0.955266 0.964518 0.603947 -0.482908 -0.473402 0.7231 0.6841 0.4028 nan nan
2459858 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.153088 -0.022374 0.418368 0.888544 1.853861 0.881101 -0.341634 -0.324394 0.7329 0.6927 0.4129 1.854700 1.545778
2459857 digital_ok 100.00% 0.00% 0.00% 0.00% - - 21.984708 22.013066 5.476358 6.012209 123.532620 175.782886 56.976915 61.642115 0.7062 0.6816 0.4218 nan nan
2459856 digital_ok 0.00% 0.00% 0.00% 0.00% 3.43% 14.29% 0.047711 -0.370949 0.305596 0.536961 0.029978 -0.175787 -0.514659 -0.621561 0.7245 0.7061 0.3978 1.813008 1.618956
2459855 digital_ok 0.00% 0.00% 0.00% 0.00% 4.58% 0.00% 0.452632 -0.072065 -0.007791 0.363525 0.222895 -0.923253 -0.635185 -0.733061 0.7099 0.7228 0.4240 1.486081 1.369723
2459854 digital_ok 0.00% 0.00% 0.00% 0.00% 8.93% 0.00% 0.379568 -0.610486 -0.404891 -0.117029 0.101125 -0.750553 -0.149106 -0.371803 0.7217 0.7421 0.4367 1.775100 1.511832
2459853 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 12.92% 0.100919 -0.513365 -0.590229 -0.003646 0.808784 -0.629415 -0.573340 -0.770342 0.7484 0.6940 0.4207 1.846995 1.605631
2459852 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.192072 -1.079827 -0.503190 -0.302531 1.104672 8.388029 -0.713109 -0.145798 0.8414 0.8429 0.2364 4.173082 3.934805
2459851 digital_ok 0.00% 0.00% 0.00% 0.00% 11.76% 0.00% 0.007907 -0.299849 -0.789522 0.138172 -0.123821 -1.322934 -0.262421 -1.210279 0.7756 0.7570 0.3270 1.831810 1.568817
2459850 digital_ok 0.00% 0.00% 0.00% 0.00% 18.02% 3.49% 0.359617 -0.566985 -0.540910 0.139138 -0.221433 -0.949293 -0.412513 -0.944154 0.7518 0.7606 0.3433 1.755755 1.535360
2459849 digital_ok 0.00% 0.00% 0.00% 0.00% 16.67% 0.00% 0.169138 -0.738607 -0.124196 0.352878 0.088225 -0.296450 -0.517192 -1.257076 0.7510 0.7531 0.3484 1.560223 1.389908
2459848 digital_ok 0.00% 0.00% 0.00% 0.00% 32.16% 0.00% 0.141179 -0.357444 -0.760877 -0.695167 -0.079228 -1.258720 -0.620463 -0.949361 0.7299 0.7565 0.3700 1.498221 1.329692
2459847 digital_ok 0.00% 0.00% 0.00% 0.00% 3.21% 22.99% 0.176854 -0.497268 -0.179831 -0.848612 0.746480 0.294541 -0.770820 -0.264502 0.7345 0.6896 0.4226 1.717993 1.551386
2459846 digital_ok 0.00% 0.00% 0.00% 0.00% 33.33% 0.00% 0.857040 -0.505797 -0.380302 -0.972944 2.721550 0.989581 -0.531726 -0.805518 0.8543 0.6953 0.4714 1.620644 1.496082
2459845 digital_ok 0.00% 0.00% 0.00% 0.00% 16.02% 83.98% 0.408613 0.044094 -0.839763 -0.903083 -0.149193 0.064586 -0.742082 -1.441271 0.7402 0.7602 0.3700 5.872930 7.096247
2459844 digital_ok 100.00% 0.00% 0.00% 0.00% - - 46.063211 47.757239 97.153723 99.871762 256.469980 243.707979 50.582623 67.831940 0.8825 0.5831 0.5993 nan nan
2459843 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.323275 0.743061 -1.044883 -0.788588 74.381578 80.594530 -0.552465 -0.455606 0.7550 0.7642 0.3828 4.032753 4.189799
2459840 digital_ok 100.00% 100.00% 100.00% 0.00% - - 2.171809 5.794705 -1.681691 -2.322895 0.221640 1.485961 0.482856 2.143593 0.0242 0.0235 0.0008 nan nan
2459839 digital_ok 0.00% - - - - - -0.271647 0.856373 0.763997 1.920337 -0.744149 -0.085773 0.119269 1.776455 nan nan nan nan nan
2459838 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 58.202284 120.419839 63.014129 94.527608 55.262106 145.363681 510.305548 1447.042028 0.0168 0.0165 0.0005 0.795215 0.791409
2459836 digital_ok - 0.00% 17.19% 0.00% - - nan nan nan nan nan nan nan nan 0.6335 0.5107 0.3957 nan nan
2459835 digital_ok 100.00% 0.00% 83.33% 0.00% - - 4.977442 5.546085 9.710349 8.208266 38.361549 52.010219 -2.171771 1.463265 0.7149 0.3763 0.5515 nan nan
2459833 digital_ok 100.00% 0.00% 5.38% 0.00% - - 17.806913 19.141789 28.160871 29.070274 311.632424 279.009283 42.707159 37.630155 0.7283 0.4245 0.5348 nan nan
2459832 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.461329 -0.467749 -0.979618 -0.816154 -0.445106 -0.480163 -0.386682 -0.858861 0.0880 0.0958 0.0190 1.192208 1.194872
2459831 digital_ok 0.00% 100.00% 100.00% 0.00% - - 1.049747 1.268683 1.326822 2.507522 -0.546900 -0.555361 -0.066608 1.091929 0.0343 0.0392 0.0015 nan nan
2459830 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.688057 -0.484647 -0.682919 -0.583800 0.941536 -1.089448 -0.279118 -0.977849 0.0820 0.0969 0.0228 1.223582 1.225549
2459829 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.556188 -0.238219 0.074968 -0.405593 -0.223252 -1.032502 0.580840 -0.929360 0.0802 0.0883 0.0150 40.425205 20.658126
2459828 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.698139 -0.155548 0.206029 -0.109481 1.764587 0.475484 0.469414 -0.819052 0.0746 0.0948 0.0188 1.273287 1.274489
2459827 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.558700 -0.271716 -0.256293 -0.544537 -0.294171 -0.920806 -0.825490 0.537754 0.0800 0.0878 0.0157 1.214938 1.214030
2459826 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.117709 -0.269652 -0.265033 -0.481482 2.842618 -0.144254 -0.344776 -0.767305 0.0697 0.0873 0.0180 1.474658 1.481823
2459825 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.005263 -0.586202 -0.379538 -0.408539 0.773538 -0.665390 -0.806414 -0.629526 0.0819 0.1017 0.0204 1.182496 1.170289
2459824 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.041342 -0.966281 -0.647425 -0.524825 -0.480360 -0.860652 -0.318949 -0.779334 0.0842 0.0911 0.0142 1.210912 1.209472
2459823 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.067552 0.121812 0.192441 -0.177182 1.805723 0.163904 0.341806 -0.330182 0.0897 0.0971 0.0226 1.210466 1.211290
2459822 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.048630 0.156524 0.270221 0.005662 1.487320 0.433718 -0.610309 -1.089531 0.0951 0.1009 0.0223 1.166033 1.164159
2459821 digital_ok 0.00% 11.29% 11.29% 0.00% 13.16% 0.00% -0.416533 -0.191610 0.237961 -0.404033 -0.178325 -0.437569 -1.842139 -1.620162 0.7271 0.5907 0.4295 2.043092 1.818467
2459820 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 3.21% 0.011754 -0.495644 0.020548 -0.435051 0.299393 -0.292679 -0.490198 -0.956891 0.7818 0.6995 0.4054 1.815292 1.680093
2459817 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 2.63% -0.339532 -0.512447 0.490941 -0.082007 0.670504 -0.509813 -0.522386 -0.603886 0.8223 0.6932 0.4841 2.316450 2.052808
2459816 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.024846 -0.048763 -0.621987 -0.355997 0.472905 -0.631324 0.753720 1.917741 0.8462 0.6084 0.5791 1.919063 1.632400
2459815 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 2.63% -0.592134 -0.292103 -0.123588 -0.281731 1.085330 0.144075 -0.259128 0.147601 0.8127 0.6951 0.4936 2.485538 2.143542
2459814 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459813 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 3.74% -0.025457 -0.377313 -0.009962 -0.710513 0.031750 -0.372246 0.742540 -0.652529 0.7990 0.7303 0.3862 3.061822 2.278450

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 40: 2459947

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Shape 10.063864 0.212076 10.063864 0.327137 9.190223 -0.617862 7.677561 0.157371 6.185335

Antenna 40: 2459946

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Temporal Variability 10.817420 0.210674 9.378287 0.342452 8.384920 0.416322 10.817420 -0.055342 1.982204

Antenna 40: 2459945

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Shape 9.130397 0.537350 9.130397 0.303094 8.301190 0.092335 8.811772 0.003775 1.079963

Antenna 40: 2459944

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Shape 8.814348 8.814348 0.456541 8.671076 0.399343 8.062647 -0.132451 0.359602 -0.277594

Antenna 40: 2459943

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Power 8.733391 0.497919 8.087972 0.385143 8.733391 -0.290778 6.930365 -0.169248 -0.046537

Antenna 40: 2459942

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Shape 10.332682 1.156753 10.332682 0.270756 9.041357 -0.354327 9.008769 0.337771 2.406237

Antenna 40: 2459941

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Shape 9.783133 0.420668 9.783133 0.399475 8.217045 -0.140994 8.497913 0.047915 0.662425

Antenna 40: 2459940

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Shape 9.439125 0.453004 9.439125 0.427304 8.207856 -0.366079 8.007404 0.039168 0.904181

Antenna 40: 2459939

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Shape 9.404369 0.485511 9.404369 0.375182 8.115336 -0.239367 7.284557 0.179884 0.954136

Antenna 40: 2459938

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Shape 9.027940 0.589490 9.027940 0.324395 8.952289 -0.536114 6.636072 0.037449 0.684631

Antenna 40: 2459937

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Shape 9.784260 9.784260 0.271120 8.982321 0.279053 7.501519 -0.113842 3.102418 -0.370764

Antenna 40: 2459936

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Power 11.131588 8.932381 -0.508953 11.131588 0.135734 8.795773 -0.167128 6.900479 -0.552253

Antenna 40: 2459935

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Shape 9.521103 0.158912 9.521103 0.270121 7.990504 -0.483465 9.005113 -0.083374 1.456686

Antenna 40: 2459934

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Shape 12.341369 12.341369 0.535275 8.693998 0.136472 8.776988 -0.472261 1.340371 1.260504

Antenna 40: 2459933

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Shape 10.207365 0.356003 10.207365 0.110819 9.186844 -0.462781 8.588536 0.170171 0.957818

Antenna 40: 2459932

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Shape 12.203650 0.562896 12.203650 0.206159 9.118006 -0.928461 3.215550 0.156128 2.059684

Antenna 40: 2459931

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Shape 11.398955 11.398955 0.423715 9.762731 0.148183 6.778743 -0.481837 1.311179 0.275806

Antenna 40: 2459930

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Shape 9.654834 9.654834 0.364276 8.269183 0.385558 6.569972 -0.333528 2.128636 0.763167

Antenna 40: 2459929

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Power 10.692265 -0.552961 4.875090 0.385728 10.692265 0.295476 1.570008 0.469838 1.789696

Antenna 40: 2459928

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Power 9.909634 0.696039 9.208618 0.186487 9.909634 0.316312 8.791222 -0.340773 1.110844

Antenna 40: 2459927

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Shape 10.390591 1.229392 10.390591 0.317227 9.317140 1.737567 3.103153 0.231855 1.396369

Antenna 40: 2459926

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Shape 8.814350 0.818042 8.814350 0.274027 8.372217 0.377518 1.054114 0.311341 0.796845

Antenna 40: 2459925

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Temporal Variability 0.372820 -0.866017 -0.600545 -0.167178 0.309002 0.372820 -0.228435 -0.070746 -0.003281

Antenna 40: 2459924

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Temporal Variability 1.973386 0.003827 0.989369 0.113156 0.246424 -0.077898 1.973386 -0.605778 -0.320864

Antenna 40: 2459923

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Power 0.482048 0.101576 0.046959 0.482048 -0.149478 -0.296337 0.075330 0.259514 -0.163210

Antenna 40: 2459922

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Shape 0.212336 0.212336 0.055415 0.149752 -0.473054 -0.379615 -0.464404 -0.569443 -0.649741

Antenna 40: 2459921

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Shape 0.711993 0.246382 0.711993 -0.533821 0.469802 -0.169071 0.405288 -0.710905 -0.058446

Antenna 40: 2459920

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Temporal Variability 0.411149 0.357320 0.027400 0.390607 -0.163325 0.411149 -0.666969 0.233873 -0.345911

Antenna 40: 2459919

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Shape 6.145198 0.362676 6.145198 -0.015166 0.322796 0.094034 0.868574 -0.355150 0.021874

Antenna 40: 2459918

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Shape 0.730319 0.730319 0.298151 0.203513 -0.125404 0.715788 -0.815901 -0.369789 -0.673118

Antenna 40: 2459917

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Temporal Variability 0.513600 -0.071652 0.017944 0.438320 0.000269 -0.320314 0.513600 -0.128739 -0.481473

Antenna 40: 2459916

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Shape 0.702280 0.135353 0.702280 0.029836 0.214629 -0.567971 0.307320 0.100797 0.444005

Antenna 40: 2459915

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Shape 0.255954 0.255954 0.188677 -0.061901 0.241444 -0.335633 0.240902 -0.558978 -0.300866

Antenna 40: 2459914

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Shape 0.437383 0.284928 0.437383 -0.281501 0.148621 -0.492692 -0.201659 -0.427803 -0.442150

Antenna 40: 2459913

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Shape 0.652547 0.652547 0.312163 0.250765 -0.323738 0.058506 -0.442844 -0.024855 -0.367688

Antenna 40: 2459912

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Shape 0.687472 0.687472 0.280366 0.368887 -0.355992 0.108832 -0.293737 -0.304460 -0.727011

Antenna 40: 2459911

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Shape 0.575098 0.575098 -0.063295 0.263080 -0.216287 -0.167539 -0.285798 -0.092777 -0.356738

Antenna 40: 2459910

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Shape 0.761142 0.761142 0.182248 0.234586 -0.200144 -0.261854 -0.520694 -0.205467 -0.405045

Antenna 40: 2459909

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Shape 0.862013 0.862013 0.175361 0.265498 -0.202004 -0.205040 -0.531463 -0.168891 -0.301045

Antenna 40: 2459908

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Shape 0.933844 0.236893 0.933844 -0.145897 0.340444 -0.486110 0.543610 -0.479886 -0.137255

Antenna 40: 2459907

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Shape 0.888760 0.888760 0.356475 0.288454 -0.219919 0.511202 -0.543108 0.235874 -0.371526

Antenna 40: 2459906

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Shape 0.664854 0.664854 0.282410 0.170485 -0.317821 0.567930 -0.834489 0.615379 -0.266532

Antenna 40: 2459905

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Temporal Discontinuties 1.839295 0.623519 0.143974 0.203069 -0.210365 0.294384 0.269164 1.839295 -0.069397

Antenna 40: 2459904

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Temporal Discontinuties 0.933757 0.541698 0.123438 0.259203 -0.218118 0.720523 -0.683370 0.933757 0.817588

Antenna 40: 2459903

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Shape 0.489096 0.489096 0.217607 0.235949 -0.129386 0.215470 -0.757566 -0.187417 -0.329265

Antenna 40: 2459902

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Temporal Discontinuties 1.603702 0.442819 0.974120 -0.162796 0.053246 -0.805311 0.430598 -0.395815 1.603702

Antenna 40: 2459901

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Temporal Discontinuties 1.407003 0.592496 0.955400 -0.169821 0.228931 -0.711956 0.429727 -0.219986 1.407003

Antenna 40: 2459900

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Shape 0.734480 0.300092 0.734480 -0.191835 0.220790 -0.618289 0.081418 -0.620419 0.677536

Antenna 40: 2459898

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Temporal Variability 0.719594 0.477333 0.245397 0.152225 -0.289976 0.719594 -0.336961 -0.192984 -0.403698

Antenna 40: 2459897

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Temporal Variability 0.646717 0.465400 0.113620 0.272761 -0.384780 0.646717 -0.791352 -0.205173 -0.609768

Antenna 40: 2459896

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Shape 0.487182 0.487182 0.177338 0.180092 -0.203308 -0.606135 -0.647050 -0.166018 -0.352740

Antenna 40: 2459895

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Shape 0.531409 0.268529 0.531409 -0.222908 0.038958 -0.380275 -0.319314 -0.361880 -0.462337

Antenna 40: 2459894

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Shape 0.482374 0.482374 0.325573 0.211492 -0.433858 -0.352456 0.069005 -0.208261 -0.185642

Antenna 40: 2459893

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Shape 0.632768 0.141655 0.632768 -0.285717 0.236590 -0.538271 0.328764 -0.500294 -0.139327

Antenna 40: 2459892

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Shape 0.578215 0.578215 0.161406 0.180770 -0.282139 -0.274477 -0.317354 -0.354176 -0.463916

Antenna 40: 2459891

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Temporal Variability 0.468548 0.135244 0.457755 -0.412982 0.252193 0.007071 0.468548 0.195950 0.434091

Antenna 40: 2459890

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Shape 0.339618 0.339618 -0.013161 0.129576 -0.305824 -0.344631 0.328781 -0.302282 -0.601460

Antenna 40: 2459889

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Temporal Discontinuties 0.804024 0.006853 0.416953 -0.585517 0.116394 -0.160067 0.043853 0.538093 0.804024

Antenna 40: 2459888

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Temporal Variability 0.441975 0.257772 -0.045262 0.162274 -0.215160 0.441975 -0.096758 -0.210603 -0.381227

Antenna 40: 2459887

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Shape 0.517461 0.517461 0.021713 0.059142 -0.055243 0.505681 -0.168133 0.332963 -0.135878

Antenna 40: 2459886

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Shape 0.596870 -0.030747 0.596870 -0.026048 0.143386 0.081668 0.014636 -0.006166 -0.000461

Antenna 40: 2459885

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Temporal Variability 0.685122 0.297910 0.217780 -0.870753 -0.853060 -0.468259 0.685122 -0.498144 -0.572598

Antenna 40: 2459884

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Temporal Variability 0.903686 0.293220 -0.158865 0.036986 -0.258325 0.903686 0.274315 -0.033852 -0.642722

Antenna 40: 2459883

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Temporal Discontinuties 0.748557 0.647170 0.360647 -0.750216 -0.691607 -0.672938 0.283745 0.748557 -0.039792

Antenna 40: 2459882

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Temporal Variability 1.438126 0.288930 -0.114178 -0.713331 -0.843811 -0.106852 1.438126 0.039755 -0.254113

Antenna 40: 2459881

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Shape 0.566114 0.566114 0.208262 -0.876555 -0.860285 -1.195070 0.332883 -0.981007 -0.642111

Antenna 40: 2459880

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Shape 0.536726 0.536726 0.170511 -0.644852 -0.518504 -0.882725 0.307406 -0.674475 -0.742702

Antenna 40: 2459879

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Temporal Variability 0.728314 0.354338 -0.050226 0.292329 0.013214 0.728314 0.214407 -0.479346 -0.406380

Antenna 40: 2459878

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Temporal Variability 0.414377 0.340848 0.354665 -0.680059 -0.533266 -0.598290 0.414377 -0.843775 -0.240913

Antenna 40: 2459876

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Shape 0.396981 0.396981 -0.230985 -0.600161 -0.017517 0.003600 -1.273729 -0.313956 -0.731678

Antenna 40: 2459875

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Temporal Variability 0.666603 0.179154 0.445989 -0.753671 -0.663463 0.666603 -0.428449 -0.739863 -0.851938

Antenna 40: 2459874

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Shape 1.132941 1.132941 -0.127520 -0.835505 -0.613323 0.477300 -0.376933 -0.449324 -0.734532

Antenna 40: 2459873

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Temporal Variability 1.052624 0.331249 0.269710 -0.644532 -0.739574 1.052624 -0.766011 -0.855838 -0.623129

Antenna 40: 2459872

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Temporal Variability 0.732854 -0.046646 -0.127288 -0.827248 -0.071280 -0.970387 0.732854 -1.114030 -0.670918

Antenna 40: 2459871

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Temporal Variability 0.230023 0.186048 0.147381 -0.830310 -0.840223 -1.145019 0.230023 -0.902041 -0.564637

Antenna 40: 2459870

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Temporal Variability 1.035584 0.307710 0.548822 -0.736584 -0.672153 1.035584 0.127901 0.253024 -0.336618

Antenna 40: 2459869

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Shape 0.462800 -0.074548 0.462800 -0.583743 -0.778900 0.026491 -0.358400 -0.563603 -1.284077

Antenna 40: 2459868

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Temporal Variability 0.738119 0.256759 0.684353 -1.116696 -1.052649 0.738119 -1.401782 -0.680536 -1.290563

Antenna 40: 2459867

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Temporal Variability 0.652559 0.550854 -0.297479 -0.951008 -1.068625 0.652559 -0.408985 -0.232662 -0.504425

Antenna 40: 2459866

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Temporal Variability 1.342827 -0.088247 0.532371 -0.676715 -0.790188 0.082994 1.342827 -0.529119 -0.423321

Antenna 40: 2459865

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Temporal Variability 1.386122 0.818044 -0.015059 0.013455 -1.028894 1.386122 -0.803969 -0.505659 -0.933213

Antenna 40: 2459864

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Power 1.110847 0.027663 0.392120 1.110847 -0.044340 -0.475908 0.680093 -0.122974 -0.279632

Antenna 40: 2459863

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Temporal Variability 1.545862 0.194815 -0.309763 0.136591 0.730837 1.545862 0.196391 -0.541202 -0.228327

Antenna 40: 2459862

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Power 1.095689 0.396484 -0.462288 -0.298801 1.095689 -0.554305 -0.466326 -0.481135 -0.643481

Antenna 40: 2459861

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Power 0.952064 -0.074021 0.201380 0.952064 0.312307 0.206866 0.878722 -0.553185 -0.372673

Antenna 40: 2459860

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Power 0.732858 0.003847 -0.777187 0.143716 0.732858 -0.238872 -0.739849 -0.283476 -0.714435

Antenna 40: 2459859

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Temporal Variability 0.964518 0.152651 -0.012518 0.455008 0.955266 0.964518 0.603947 -0.482908 -0.473402

Antenna 40: 2459858

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Temporal Variability 1.853861 -0.022374 0.153088 0.888544 0.418368 0.881101 1.853861 -0.324394 -0.341634

Antenna 40: 2459857

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Temporal Variability 175.782886 22.013066 21.984708 6.012209 5.476358 175.782886 123.532620 61.642115 56.976915

Antenna 40: 2459856

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Power 0.536961 0.047711 -0.370949 0.305596 0.536961 0.029978 -0.175787 -0.514659 -0.621561

Antenna 40: 2459855

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Shape 0.452632 -0.072065 0.452632 0.363525 -0.007791 -0.923253 0.222895 -0.733061 -0.635185

Antenna 40: 2459854

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Shape 0.379568 -0.610486 0.379568 -0.117029 -0.404891 -0.750553 0.101125 -0.371803 -0.149106

Antenna 40: 2459853

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Temporal Variability 0.808784 -0.513365 0.100919 -0.003646 -0.590229 -0.629415 0.808784 -0.770342 -0.573340

Antenna 40: 2459852

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Temporal Variability 8.388029 -0.192072 -1.079827 -0.503190 -0.302531 1.104672 8.388029 -0.713109 -0.145798

Antenna 40: 2459851

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Power 0.138172 0.007907 -0.299849 -0.789522 0.138172 -0.123821 -1.322934 -0.262421 -1.210279

Antenna 40: 2459850

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Shape 0.359617 0.359617 -0.566985 -0.540910 0.139138 -0.221433 -0.949293 -0.412513 -0.944154

Antenna 40: 2459849

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok nn Power 0.352878 0.169138 -0.738607 -0.124196 0.352878 0.088225 -0.296450 -0.517192 -1.257076

Antenna 40: 2459848

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Shape 0.141179 -0.357444 0.141179 -0.695167 -0.760877 -1.258720 -0.079228 -0.949361 -0.620463

Antenna 40: 2459847

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Temporal Variability 0.746480 -0.497268 0.176854 -0.848612 -0.179831 0.294541 0.746480 -0.264502 -0.770820

Antenna 40: 2459846

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
40 N04 digital_ok ee Temporal Variability 2.721550 0.857040 -0.505797 -0.380302 -0.972944 2.721550 0.989581 -0.531726 -0.805518
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